skaiphd

-DS101X-Statistical-Thinking-for-Data-Science-and-Analytics

Columbia University edX Course DS101X Statistical Thinking for Data Science and Analytics

-Python

1d-tokenizer

This repo contains the code for our paper An Image is Worth 32 Tokens for Reconstruction and Generation

DeepLearning_Projects

GenerativeAI_LLM_Usecase

Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

MachineLearning_Projects

Natural_Language_Processing_Projects

Research_Papers_Analysis

TimeSeries_Projects

skaiphd/bm42_eval

Evaluation of bm42 sparse indexing algorithm

skaiphd/Crowdstrike_BSOD_Fixer

skaiphd/data-migration-desktop-tool

skaiphd/DPO-ST

[ACL 2024] Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning

skaiphd/generative-ai-for-beginners11

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

skaiphd/kan-polar

Kolmogorov-Arnold Networks in MATLAB

skaiphd/LightRAG

The "PyTorch" library for LLM applications.

skaiphd/llama-models

Utilities intended for use with Llama models.

skaiphd/LLM-Finetuning

LLM Finetuning with peft

skaiphd/LLMs-in-Finance

LLMs in Finance - Generative AI - AI Agents

skaiphd/mlflow

Open source platform for the machine learning lifecycle

skaiphd/pandas-ai

Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

skaiphd/playbook

The Digital Services Playbook

skaiphd/promptgarage

A workbench application to test out different prompts on a variety of AI models to see how they perform

skaiphd/txtai

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

skaiphd/vertex-ai-samples

Notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud Vertex AI.

skaiphd/awesome-open-data-annotation

Open Source Data Annotation & Labeling Tools

skaiphd/battle-of-the-semantics

GraphRag vs Embeddings

skaiphd/claude-engineer

Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks. This tool combines the capabilities of a large language model with practical file system operations and web search functionality.

skaiphd/CoreNLP

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

skaiphd/CosyVoice

Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.

skaiphd/denser-retriever

An enterprise-grade AI retriever designed to streamline AI integration into your applications, ensuring cutting-edge accuracy.

skaiphd/environeer

Control Hugging Face Spaces, datasets, and models as directed acyclic graphs

skaiphd/llama2.c

Inference Llama 2 in one file of pure C

skaiphd/llama31_synthetic_data

Synthetic data generator using Llama 3.1

skaiphd/local_llama

This repo is to showcase how you can run a model locally and offline, free of OpenAI dependencies.

skaiphd/python-bootcamp-duke

Official syllabus for AIPI 503 - Python Bootcamp for Data and AI

skaiphd/python-training

Python training for business analysts and traders

skaiphd/SpinQuant

Code repo for the paper "SpinQuant LLM quantization with learned rotations"

skaiphd/surfkit

A toolkit for building AI agents that use devices